Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 0.169029 0.185802 0.204152 0.225831 0.250891 0.279128 0.313608
2025-05-18 0.140432 0.163058 0.189853 0.224401 0.268482 0.323876 0.400485
2025-05-25 0.119012 0.143201 0.173394 0.214753 0.271443 0.348871 0.467365
2025-06-01 0.105832 0.130875 0.163443 0.210278 0.278415 0.378450 0.546394
2025-06-08 0.097012 0.122738 0.157374 0.209326 0.289033 0.414148 0.643995
2025-06-15 0.090821 0.117244 0.153936 0.211125 0.303347 0.457810 0.768828
2025-06-22 0.082551 0.107991 0.144048 0.201725 0.297989 0.466830 0.830732
2025-06-29 0.076170 0.100843 0.136473 0.194846 0.295464 0.479932 0.905370
2025-07-06 0.071176 0.095292 0.130731 0.190127 0.295751 0.498068 0.998236
2025-07-13 0.069249 0.094073 0.131403 0.195891 0.315533 0.559141 1.225645
2025-07-20 0.067800 0.093425 0.132841 0.203029 0.339005 0.634332 1.539245
2025-07-27 0.066293 0.092549 0.133787 0.209335 0.361902 0.715152 1.934714
2025-08-03 0.064362 0.090954 0.133550 0.213735 0.382355 0.798783 2.433316
2025-08-10 0.061552 0.087792 0.130458 0.212477 0.390546 0.853943 2.886099
2025-08-17 0.057702 0.082723 0.123749 0.203551 0.379979 0.853286 3.073841
2025-08-24 0.054955 0.079308 0.119672 0.199403 0.379940 0.884457 3.486038
2025-08-31 0.052947 0.076994 0.117355 0.198520 0.387581 0.942700 4.173458
2025-09-07 0.051479 0.075490 0.116352 0.200189 0.401850 1.029124 5.276959
2025-09-14 0.048623 0.071506 0.110632 0.191461 0.388064 1.012218 5.485012
2025-09-21 0.046284 0.068304 0.106171 0.185066 0.379628 1.013296 5.899551
2025-09-28 0.044373 0.065753 0.102771 0.180674 0.375987 1.032141 6.583810
2025-10-05 0.043884 0.065618 0.103821 0.186038 0.399993 1.172418 9.431448
2025-10-12 0.043561 0.065749 0.105368 0.192672 0.429184 1.354793 14.722036